Pradeep Varakantham

Sam Blisard, Ted Carmichael, Li Ding, Tim Finin, Wende Frost, Arthur C. Graesser, Mirsad Hadzikadic, Lalana Kagal, Geert-Jan M. Kruijff, Pat Langley, James C. Lester, Deborah L. McGuinness, Jack Mostow, Panagiotis Papadakis, Fiora Pirri, Rashmi Prasad, Svetlana Stoyanchev, Pradeep Varakantham: Reports of the AAAI 2011 Fall Symposia. AI Magazine 33(1) (2012)

Na Fu, Hoong Chuin Lau, Pradeep Varakantham, Fei Xiao: Robust Local Search for Solving RCPSP/max with Durational Uncertainty. J. Artif. Intell. Res. (JAIR) 43: 43-86 (2012)

Pradeep Varakantham, Shih-Fen Cheng, Geoffrey J. Gordon, Asrar Ahmed: Decision Support for Agent Populations in Uncertain and Congested Environments. AAAI 2012

Jun-young Kwak, Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes, Wendy Wood: SAVES: a sustainable multiagent application to conserve building energy considering occupants. AAMAS 2012: 21-28

Simon A. Williamson, Pradeep Varakantham, Ong Chen Hui, Debin Gao: Active malware analysis using stochastic games. AAMAS 2012: 29-36

Geoffrey J. Gordon, Pradeep Varakantham, William Yeoh, Hoong Chuin Lau, Ajay S. Aravamudhan, Shih-Fen Cheng: Lagrangian relaxation for large-scale multi-agent planning. AAMAS 2012: 1227-1228

Pradeep Varakantham, Janusz Marecki: Delayed observation planning in partially observable domains. AAMAS 2012: 1235-1236

Pradeep Varakantham, William Yeoh, Prasanna Velagapudi, Katia P. Sycara, Paul Scerri: Prioritized shaping of models for solving DEC-POMDPs. AAMAS 2012: 1269-1270

Jun-young Kwak, Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes, Wendy Wood: Sustainable multiagent application to conserve energy (demonstration). AAMAS 2012: 1455-1456

Asrar Ahmed, Pradeep Varakantham, Shih-Fen Cheng: Uncertain Congestion Games with Assorted Human Agent Populations. UAI 2012: 44-53

Hoong Chuin Lau, William Yeoh, Pradeep Varakantham, Duc Thien Nguyen, HuaXing Chen: Dynamic Stochastic Orienteering Problems for Risk-Aware Applications. UAI 2012: 448-458

Asrar Ahmed, Pradeep Varakantham, Shih-Fen Cheng: Uncertain Congestion Games with Assorted Human Agent Populations. CoRR abs/1210.4848 (2012)

Hoong Chuin Lau, William Yeoh, Pradeep Varakantham, Duc Thien Nguyen, HuaXing Chen: Dynamic Stochastic Orienteering Problems for Risk-Aware Applications. CoRR abs/1210.4874 (2012)

Prasanna Velagapudi, Pradeep Varakantham, Katia P. Sycara, Paul Scerri: Distributed model shaping for scaling to decentralized POMDPs with hundreds of agents. AAMAS 2011: 955-962

William Yeoh, Pradeep Varakantham, Xiaoxun Sun, Sven Koenig: Incremental DCOP search algorithms for solving dynamic DCOPs. AAMAS 2011: 1069-1070

Pradeep Varakantham, Shih-Fen Cheng, Nguyen Thi Duon: Decentralized decision support for an agent population in dynamic and uncertain domains. AAMAS 2011: 1147-1148

Pradeep Varakantham, Nathan Schurr, Alan Carlin, Christopher Amato: Adaptive decision support for structured organizations: a case for OrgPOMDPs. AAMAS 2011: 1149-1150

Pradeep Varakantham, Nathan Schurr, Alan Carlin, Christopher Amato: Decision Support in Organizations: A Case for OrgPOMDPs. IAT 2011: 163-170

Pradeep Varakantham: Social Model Shaping for Solving Generic DEC-POMDPs. IAT 2011: 180-187

Makoto Tasaki, Yuichi Yabu, Yuki Iwanari, Makoto Yokoo, Janusz Marecki, Pradeep Varakantham, Milind Tambe: Introducing communication in Dis-POMDPs with locality of interaction. Web Intelligence and Agent Systems 8(3): 303-311 (2010)

Na Fu, Pradeep Varakantham, Hoong Chuin Lau: Towards Finding Robust Execution Strategies for RCPSP/max with Durational Uncertainty. ICAPS 2010: 73-80

Janusz Marecki, Pradeep Varakantham: Risk-sensitive planning in partially observable environments. AAMAS 2010: 1357-1368

Praveen Paruchuri, Pradeep Varakantham, Katia P. Sycara, Paul Scerri: Analyzing the impact of human bias on human-agent teams in resource allocation domains. AAMAS 2010: 1593-1594

Praveen Paruchuri, Pradeep Varakantham, Katia P. Sycara, Paul Scerri: Effect of Human Biases on Human-Agent Teams. IAT 2010: 327-334

Janusz Marecki, Mudhakar Srivatsa, Pradeep Varakantham: A Decision Theoretic Approach to Data Leakage Prevention. SocialCom/PASSAT 2010: 776-784

Pradeep Varakantham, Jun-young Kwak, Matthew E. Taylor, Janusz Marecki, Paul Scerri, Milind Tambe: Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping. ICAPS 2009

William Yeoh, Pradeep Varakantham, Sven Koenig: Caching schemes for DCOP search algorithms. AAMAS (1) 2009: 609-616

Pradeep Varakantham, Stephen F. Smith: Linear Relaxation Techniques for Task Management in Uncertain Settings. ICAPS 2008: 363-371

Janusz Marecki, Tapana Gupta, Pradeep Varakantham, Milind Tambe, Makoto Yokoo: Not all agents are equal: scaling up distributed POMDPs for agent networks. AAMAS (1) 2008: 485-492

Makoto Tasaki, Yuichi Yabu, Yuki Iwanari, Makoto Yokoo, Milind Tambe, Janusz Marecki, Pradeep Varakantham: Introducing Communication in Dis-POMDPs with Locality of Interaction. IAT 2008: 169-175

Pradeep Varakantham, Janusz Marecki, Milind Tambe, Makoto Yokoo: SPIDER Attack on a Network of POMDPs: Towards Quality Bounded Solutions. AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents 2007: 68-75

Pradeep Varakantham, Janusz Marecki, Yuichi Yabu, Milind Tambe, Makoto Yokoo: Letting loose a SPIDER on a network of POMDPs: generating quality guaranteed policies. AAMAS 2007: 218

Tapana Gupta, Pradeep Varakantham, Timothy W. Rauenbusch, Milind Tambe: Demonstration of teamwork in uncertain domains using hybrid BDI-POMDP systems. AAMAS 2007: 264

Pradeep Varakantham, Rajiv T. Maheswaran, Tapana Gupta, Milind Tambe: Towards Efficient Computation of Error Bounded Solutions in POMDPs: Expected Value Approximation and Dynamic Disjunctive Beliefs. IJCAI 2007: 2638-2644

Rajiv T. Maheswaran, Jonathan P. Pearce, Emma Bowring, Pradeep Varakantham, Milind Tambe: Privacy Loss in Distributed Constraint Reasoning: A Quantitative Framework for Analysis and its Applications. Autonomous Agents and Multi-Agent Systems 13(1): 27-60 (2006)

Milind Tambe, Emma Bowring, Jonathan P. Pearce, Pradeep Varakantham, David V. Pynadath, Paul Scerri: Electric Elves: What Went Wrong and Why. AAAI Spring Symposium: What Went Wrong and Why: Lessons from AI Research and Applications 2006: 34-39

Yoonheui Kim, Ranjit Nair, Pradeep Varakantham, Milind Tambe, Makoto Yokoo: Exploiting Locality of Interaction in Networked Distributed POMDPs. AAAI Spring Symposium: Distributed Plan and Schedule Management 2006: 41-48

Pradeep Varakantham, Ranjit Nair, Milind Tambe, Makoto Yokoo: Winning back the CUP for distributed POMDPs: planning over continuous belief spaces. AAMAS 2006: 289-296

Nathan Schurr, Pradeep Varakantham, Emma Bowring, Milind Tambe, Barbara J. Grosz: Asimovian Multiagents: Applying Laws of Robotics to Teams of Humans and Agents. PROMAS 2006: 41-55

Ranjit Nair, Pradeep Varakantham, Milind Tambe, Makoto Yokoo: Networked Distributed POMDPs: A Synthesis of Distributed Constraint Optimization and POMDPs. AAAI 2005: 133-139

Rajiv T. Maheswaran, Jonathan P. Pearce, Pradeep Varakantham, Emma Bowring, Milind Tambe: Valuations of Possible States (VPS): A Quantitative Framework for Analysis of Privacy Loss Among Collaborative Personal Assistant Agents. AAAI Spring Symposium: Persistent Assistants: Living and Working with AI 2005: 60-67

Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe: Practical POMDPs for Personal Assistant Domains. AAAI Spring Symposium: Persistent Assistants: Living and Working with AI 2005: 68-75

Milind Tambe, Emma Bowring, Hyuckchul Jung, Gal A. Kaminka, Rajiv T. Maheswaran, Janusz Marecki, Pragnesh Jay Modi, Ranjit Nair, Stephen Okamoto, Jonathan P. Pearce, Praveen Paruchuri, David V. Pynadath, Paul Scerri, Nathan Schurr, Pradeep Varakantham: Conflicts in teamwork: hybrids to the rescue. AAMAS 2005: 3-10

Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe: Exploiting belief bounds: practical POMDPs for personal assistant agents. AAMAS 2005: 978-985

Rajiv T. Maheswaran, Jonathan P. Pearce, Pradeep Varakantham, Emma Bowring, Milind Tambe: Valuations of Possible States (VPS): a quantitative framework for analysis of privacy loss among collaborative personal assistant agents. AAMAS 2005: 1030-1037

Ranjit Nair, Pradeep Varakantham, Milind Tambe, Makoto Yokoo: Networked Distributed POMDPs: A Synergy of Distributed Constraint Optimization and POMDPs. IJCAI 2005: 1758-1760

Pradeep Varakantham, Rajiv T. Maheswaran, Milind Tambe: Implementation Techniques for Solving POMDPs in Personal Assistant Agents. PROMAS 2005: 76-89

Rajiv T. Maheswaran, Milind Tambe, Emma Bowring, Jonathan P. Pearce, Pradeep Varakantham: Taking DCOP to the Real World: Efficient Complete Solutions for Distributed Multi-Event Scheduling. AAMAS 2004: 310-317

Rajiv T. Maheswaran, Milind Tambe, Pradeep Varakantham, Karen L. Myers: Adjustable Autonomy Challenges in Personal Assistant Agents: A Position Paper. Agents and Computational Autonomy 2003: 187-194

Pradeep Varakantham, Santosh Kumar Gangwani, Kamalakar Karlapalem: On handling component and transaction failures in multi agent systems. SIGecom Exchanges 3(1): 32-43 (2002)